KADENCE INTERNATIONAL
1 Intoduction
This report is one of 493,845 that I will make, and one of 104,070,413 that could be made.
I “toke” the 1.4 TB Linked-In data that was breached in 2020, and turned it into some insights to power my job HUNT.
The insights I could share in this report, that are also related to my goals, are:
- Industry base recruitment trend.
- Company base workforce timeline.
- Current/part workforce info:
- Basic info: Name, job title, status, social link. I could add geo-location for some that have the data, but it would look creepy.
- Their work period.
- Their experiences.
2 About me
Salutations; I’m Joseph, a self-taught data analyst, engineer, and scraper.
Despite life’s challenges, my goal remains a remote job, either full or part-time, and having friends to tackle the challenges of this changing world with.
To show my skills and dedication, I made a project that yielded this tailored report.
3 About the project
3.1 How this project comes to life?
First time I searched for a remote job I scraped contact info from Google map, then switch to LinkedIn… But I could never contact anyone on a “personal level”; So, I remembered the existance of a 2020 LinkedIn data leak and decided to give it a try.
The tools I used are: Python, Polars, and DuckDB
3.2 The process
The process was done in my local machine, and it was as followed.

4 General graphs
4.1 market research indestry’s yearly new recruit count
4.2 kadence international’s workforce status over the years
5 Workforce sample
5.1 Adhinda Hanifah
Job title: Qualitative research intern
Associated: False
Socials: https://linkedin.com/in/adhinda-milla-hanifah-5baaa218b
5.1.1 Adhinda Hanifah’s working period at kadence international
5.1.2 Gantt plot of Adhinda Hanifah’s experience
5.2 Aji Pitono
Job title: Dp supervisor
Associated: True
Socials: https://linkedin.com/in/aji-pitono-54035170
5.2.1 Aji Pitono’s working period at kadence international
5.2.2 Gantt plot of Aji Pitono’s experience
5.3 Alyssa Piper
Job title: Insight executive
Associated: True
Socials: https://linkedin.com/in/alyssalynnpiper | https://facebook.com/alyssalynnpiper
5.3.1 Alyssa Piper’s working period at kadence international
5.3.2 Gantt plot of Alyssa Piper’s experience
5.4 Amy Lo
Job title: Insight manager
Associated: True
Socials: https://linkedin.com/in/amy-lo-868a5641
5.4.1 Amy Lo’s working period at kadence international
5.4.2 Gantt plot of Amy Lo’s experience
5.5 Anand Mevada
Job title: Edc
Associated: True
Socials: https://linkedin.com/in/anand-mevada-92481837
5.5.1 Anand Mevada’s working period at kadence international
5.5.2 Gantt plot of Anand Mevada’s experience
5.6 Ankita Parmar
Job title: Kadence
Associated: True
Socials: https://linkedin.com/in/ankita-parmar-92728238
5.6.1 Ankita Parmar’s working period at kadence international
5.6.2 Gantt plot of Ankita Parmar’s experience
5.7 Anshuman Saha
Job title: Operations director
Associated: False
Socials: https://angel.co/anshuman-saha | https://linkedin.com/in/anshumansaha
5.7.1 Anshuman Saha’s working period at kadence international
5.7.2 Gantt plot of Anshuman Saha’s experience
5.8 Anthony Rowbottom
Job title: Research executive
Associated: False
Socials: https://linkedin.com/in/anthonyrowbottom | https://twitter.com/arowbottom | https://linkedin.com/in/anthony-rowbottom-4551bb10 | https://facebook.com/anthony.rowbottom
5.8.1 Anthony Rowbottom’s working period at kadence international
5.8.2 Gantt plot of Anthony Rowbottom’s experience
5.9 Bhairava Sb
Job title: Operation excutive
Associated: True
Socials: https://linkedin.com/in/bhairava-sb-6475a2129
5.9.1 Bhairava Sb’s working period at kadence international
5.9.2 Gantt plot of Bhairava Sb’s experience
5.10 Dadang Stiawan
Job title: Associate research director
Associated: True
Socials: https://linkedin.com/in/dadang-stiawan-68b1a759
5.10.1 Dadang Stiawan’s working period at kadence international
5.10.2 Gantt plot of Dadang Stiawan’s experience
5.11 Dara Ningtyas
Job title: Market research intern
Associated: False
Socials: https://linkedin.com/in/dara-ayu-ningtyas
5.11.1 Dara Ningtyas’s working period at kadence international
5.11.2 Gantt plot of Dara Ningtyas’s experience
5.12 Destria Sitompul
Job title: Quantitative research executive
Associated: False
Socials: https://linkedin.com/in/destria-sitompul-a1156517
5.12.1 Destria Sitompul’s working period at kadence international
5.12.2 Gantt plot of Destria Sitompul’s experience
5.13 Diana Dobson
Job title: Human resources manager
Associated: False
Socials: https://linkedin.com/in/diana-r-dobson-58528273
5.13.1 Diana Dobson’s working period at kadence international
5.13.2 Gantt plot of Diana Dobson’s experience
5.14 Dipankara Surjadi
Job title: Senior research manager
Associated: True
Socials: https://linkedin.com/in/dipankara-surjadi-a3436238
5.14.1 Dipankara Surjadi’s working period at kadence international
5.14.2 Gantt plot of Dipankara Surjadi’s experience
5.15 Divesh Charan
Job title: Avp- asia fieldwork operations
Associated: True
Socials: https://linkedin.com/in/divesh-charan-93008214 | https://facebook.com/divesh.charan
5.15.1 Divesh Charan’s working period at kadence international
5.15.2 Gantt plot of Divesh Charan’s experience
5.16 Ebenezer Ebenezer.Kadence
Job title: Operations manager
Associated: True
Socials: https://linkedin.com/in/ebenezer-ebenezerkadence-75770848
5.16.1 Ebenezer Ebenezer.Kadence’s working period at kadence international
5.16.2 Gantt plot of Ebenezer Ebenezer.Kadence’s experience
5.17 Ellie Tehrani
Job title: Global director - data solutions
Associated: True
Socials: https://linkedin.com/in/ellie-tehrani-6437253b
5.17.1 Ellie Tehrani’s working period at kadence international
5.17.2 Gantt plot of Ellie Tehrani’s experience
5.18 Fahmi Afandi
Job title: Director
Associated: True
Socials: https://linkedin.com/in/fahmi-afandi-43659b8
5.18.1 Fahmi Afandi’s working period at kadence international
5.18.2 Gantt plot of Fahmi Afandi’s experience
5.19 Febri Nugraha
Job title: Managing director
Associated: True
Socials: https://linkedin.com/in/febri-nugraha-3a228743 | https://twitter.com/febri_nugraha
5.19.1 Febri Nugraha’s working period at kadence international
5.19.2 Gantt plot of Febri Nugraha’s experience
5.20 Ianne Lausin
Job title: Human resources officer
Associated: True
Socials: https://linkedin.com/in/iannelausin
5.20.1 Ianne Lausin’s working period at kadence international
5.20.2 Gantt plot of Ianne Lausin’s experience
5.21 Ibansara Lyngdoh
Job title: Kadence international pvt ltd
Associated: True
Socials: https://linkedin.com/in/ibansara-lyngdoh-a1400042
5.21.1 Ibansara Lyngdoh’s working period at kadence international
5.21.2 Gantt plot of Ibansara Lyngdoh’s experience
5.22 Iris Lorenzo
Job title: Managing director, kadence philippines
Associated: True
Socials: https://linkedin.com/in/ilorenzo
5.22.1 Iris Lorenzo’s working period at kadence international
5.22.2 Gantt plot of Iris Lorenzo’s experience
5.23 Jitendra Kumar
Job title: Telly caller
Associated: True
Socials: https://linkedin.com/in/jitendra-kumar-14a162104
5.23.1 Jitendra Kumar’s working period at kadence international
5.23.2 Gantt plot of Jitendra Kumar’s experience
5.24 Jonathan Lim
Job title: Data analysis manager
Associated: True
Socials: https://linkedin.com/in/jonathan-lim-3b77655a
5.24.1 Jonathan Lim’s working period at kadence international
5.24.2 Gantt plot of Jonathan Lim’s experience
5.25 Jorge Caicedo
Job title: ****
Associated: True
Socials: https://linkedin.com/in/jorge-caicedo-10565024
5.25.1 Jorge Caicedo’s working period at kadence international
5.25.2 Gantt plot of Jorge Caicedo’s experience
5.26 Karl Wagner
Job title: Data management director
Associated: True
Socials: https://twitter.com/kwagner73 | https://linkedin.com/in/karl-wagner-91a73211
5.26.1 Karl Wagner’s working period at kadence international
5.26.2 Gantt plot of Karl Wagner’s experience
5.27 Katrin Scheibert
Job title: Design and video manager
Associated: True
Socials: https://linkedin.com/in/katrin-scheibert-3a523323
5.27.1 Katrin Scheibert’s working period at kadence international
5.27.2 Gantt plot of Katrin Scheibert’s experience
5.28 Kit Wong
Job title: Senior insight manager
Associated: True
Socials: https://linkedin.com/in/kit-wong-69a2861b
5.28.1 Kit Wong’s working period at kadence international
5.28.2 Gantt plot of Kit Wong’s experience
5.29 Klaudia Scibior
Job title: Graduate insight executive
Associated: True
Socials: https://linkedin.com/in/klaudia-scibior-747a0274
5.29.1 Klaudia Scibior’s working period at kadence international
5.29.2 Gantt plot of Klaudia Scibior’s experience
5.30 Kunal Kapoor
Job title: Analyst
Associated: True
Socials: https://linkedin.com/in/kunal-kapoor-615b3018
5.30.1 Kunal Kapoor’s working period at kadence international
5.30.2 Gantt plot of Kunal Kapoor’s experience
5.31 Linda Trieu
Job title: Market research analyst
Associated: True
Socials: https://facebook.com/letstaysotrieu | https://linkedin.com/in/linda-trieu-9a699214a
5.31.1 Linda Trieu’s working period at kadence international
5.31.2 Gantt plot of Linda Trieu’s experience
5.32 Lizzy Pottinger
Job title: Associate insight director
Associated: True
Socials: https://linkedin.com/in/lizzy-pottinger-48679726
5.32.1 Lizzy Pottinger’s working period at kadence international
5.32.2 Gantt plot of Lizzy Pottinger’s experience
5.33 Louis Jimenez
Job title: Territory manager
Associated: True
Socials: https://linkedin.com/in/louis-jimenez-444a0446
5.33.1 Louis Jimenez’s working period at kadence international
5.33.2 Gantt plot of Louis Jimenez’s experience
5.34 Manpreet Singh
Job title: Edc
Associated: True
Socials: https://linkedin.com/in/manpreet-singh-9bb80944
5.34.1 Manpreet Singh’s working period at kadence international
5.34.2 Gantt plot of Manpreet Singh’s experience
5.35 Maria Seddaaiu
Job title: Market research executive
Associated: False
Socials: https://linkedin.com/in/maria-giovanna-seddaaiu-b0680112b
5.35.1 Maria Seddaaiu’s working period at kadence international
5.35.2 Gantt plot of Maria Seddaaiu’s experience
5.36 Mentari Rahmalah
Job title: Personal assistant to managing director
Associated: True
Socials: https://linkedin.com/in/mentari-meida-rahmalah-2aba3945
5.36.1 Mentari Rahmalah’s working period at kadence international
5.36.2 Gantt plot of Mentari Rahmalah’s experience
5.37 Michael Felix
Job title: Market research project coordinator
Associated: True
Socials: https://linkedin.com/in/michael-felix-0294b8a8
5.37.1 Michael Felix’s working period at kadence international
5.37.2 Gantt plot of Michael Felix’s experience
5.38 Mofatlal Yadav
Job title: Student
Associated: True
Socials: https://linkedin.com/in/mofatlal-yadav-ba748949
5.38.1 Mofatlal Yadav’s working period at kadence international
5.38.2 Gantt plot of Mofatlal Yadav’s experience
5.39 Motoka Mori
Job title: Business planning manager
Associated: True
Socials: https://linkedin.com/in/motoka-mori-73a6b620
5.39.1 Motoka Mori’s working period at kadence international
5.39.2 Gantt plot of Motoka Mori’s experience
5.40 Natalie Lewis-Marshon
Job title: Office manager and finance administrator
Associated: True
Socials: https://linkedin.com/in/natalie-lewis-marshon-12398830
5.40.1 Natalie Lewis-Marshon’s working period at kadence international
5.40.2 Gantt plot of Natalie Lewis-Marshon’s experience
5.41 Natalie Zatz
Job title: Insight manager
Associated: True
Socials: https://linkedin.com/in/natalie-zatz-95043016
5.41.1 Natalie Zatz’s working period at kadence international
5.41.2 Gantt plot of Natalie Zatz’s experience
5.42 Nguyen Trang
Job title: Country head
Associated: True
Socials: https://linkedin.com/in/ivy-trang-nguyen-010071b
5.42.1 Nguyen Trang’s working period at kadence international
5.42.2 Gantt plot of Nguyen Trang’s experience
5.43 Nikhil Raj
Job title: Insights manager
Associated: False
Socials: https://twitter.com/nikhiltwitraj | https://linkedin.com/in/nikhil-raj-7a228416
5.43.1 Nikhil Raj’s working period at kadence international
5.43.2 Gantt plot of Nikhil Raj’s experience
5.44 Parth Amin
Job title: Data collector
Associated: False
Socials: https://linkedin.com/in/parth-amin-031248128
5.44.1 Parth Amin’s working period at kadence international
5.44.2 Gantt plot of Parth Amin’s experience
5.45 Parveen Bhatia
Job title: Project manager international business
Associated: False
Socials: https://linkedin.com/in/parveen-tara-bhatia-2a924015
5.45.1 Parveen Bhatia’s working period at kadence international
5.45.2 Gantt plot of Parveen Bhatia’s experience
5.46 Patrick Conlon
Job title: Motion graphic designer
Associated: True
Socials: https://linkedin.com/in/patrick-conlon-526bb12b
5.46.1 Patrick Conlon’s working period at kadence international
5.46.2 Gantt plot of Patrick Conlon’s experience
5.47 Ram Rohit
Job title: Supp
Associated: True
Socials: https://linkedin.com/in/ram-rohit-26551841
5.47.1 Ram Rohit’s working period at kadence international
5.47.2 Gantt plot of Ram Rohit’s experience
5.48 Rupert Sinclair
Job title: Insight director
Associated: True
Socials: https://linkedin.com/in/rupert-sinclair-66129122 | https://linkedin.com/in/rupert-sinclair-8424268
5.48.1 Rupert Sinclair’s working period at kadence international
5.48.2 Gantt plot of Rupert Sinclair’s experience
5.49 Santhya Rani
Job title: Quantitative researcher
Associated: True
Socials: https://linkedin.com/in/santhya-rani-a562b05b
5.49.1 Santhya Rani’s working period at kadence international
5.49.2 Gantt plot of Santhya Rani’s experience
5.50 Sarah Serbun
Job title: Insight director, us qualitative lead
Associated: True
Socials: https://linkedin.com/in/sarah-serbun-3382626 | https://facebook.com/sarah.serbun
5.50.1 Sarah Serbun’s working period at kadence international
5.50.2 Gantt plot of Sarah Serbun’s experience
5.51 Shaibal Ghosh
Job title: Associate director business development
Associated: True
Socials: https://linkedin.com/in/shaibal-ghosh-a2a29a131
5.51.1 Shaibal Ghosh’s working period at kadence international
5.51.2 Gantt plot of Shaibal Ghosh’s experience
5.52 Simona Farrell
Job title: Finance manager
Associated: True
Socials: https://linkedin.com/in/simona-borriero-farrell-1ba8511 | https://linkedin.com/in/simona-farrell-1ba8511
5.52.1 Simona Farrell’s working period at kadence international
5.52.2 Gantt plot of Simona Farrell’s experience
5.53 Sunil Jha
Job title: Edc
Associated: True
Socials: https://linkedin.com/in/sunil-jha-86214539
5.53.1 Sunil Jha’s working period at kadence international
5.53.2 Gantt plot of Sunil Jha’s experience
5.54 Sushil Ojha
Job title: Group account director
Associated: True
Socials: https://facebook.com/sushil.ojha.1980 | https://linkedin.com/in/sushil-ojha-61923ba
5.54.1 Sushil Ojha’s working period at kadence international
5.54.2 Gantt plot of Sushil Ojha’s experience
5.55 Teo Jacob
Job title: Operations director
Associated: True
Socials: https://linkedin.com/in/teo-jacob-60b52420
5.55.1 Teo Jacob’s working period at kadence international
5.55.2 Gantt plot of Teo Jacob’s experience
5.56 Trang Giang
Job title: Research manager
Associated: True
Socials: https://linkedin.com/in/michelle-giang-b34a4480
5.56.1 Trang Giang’s working period at kadence international
5.56.2 Gantt plot of Trang Giang’s experience
5.57 Tulika Sheel
Job title: Associate vice president - insights
Associated: True
Socials: https://linkedin.com/in/tulika-sheel-30b8405 | https://twitter.com/tulikasheel | https://linkedin.com/in/tulikasheel
5.57.1 Tulika Sheel’s working period at kadence international
5.57.2 Gantt plot of Tulika Sheel’s experience
5.58 Valintina Lim
Job title: Accounts executivecum office manager
Associated: True
Socials: https://linkedin.com/in/valintina-lim-5b848b86
5.58.1 Valintina Lim’s working period at kadence international
5.58.2 Gantt plot of Valintina Lim’s experience
5.59 Vivek Goel
Job title: Assistant vice president
Associated: True
Socials: https://linkedin.com/in/vivek-goel-98a75a4
5.59.1 Vivek Goel’s working period at kadence international
5.59.2 Gantt plot of Vivek Goel’s experience
5.60 Vivian Wong
Job title: Associate director
Associated: True
Socials: https://linkedin.com/in/vivian-wong-7ab10337